Some solid developments emerging across the privacy and AI layers lately. Miden is steadily building out a scalable privacy solution—the kind of work that doesn't grab headlines but gets the job done. Meanwhile, Kindred AI is exploring an interesting angle: turning established intellectual properties into functioning agents with actual memory and behavioral consistency, moving beyond one-off interactions. Over at Inference Labs, they're putting skin in the game by committing 0.5% of their future token supply toward ecosystem development. These moves signal real commitment rather than hype.